Transactions on Computational Collective Intelligence XXIV, 1st ed. 2016 Transactions on Computational Collective Intelligence Series
Coordonnateurs : Nguyen Ngoc Thanh, Kowalczyk Ryszard, Filipe Joaquim
These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This twenty-forth issue contains 9 carefully selected and revised contributions.p>
Dynamic Topologies for Particle Swarms.- Evaluative Study of PSO/Snake Hybrid Algorithm and Gradient Path Labeling for Calculating Solar Differential Rotation.- The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and other Uncertain Environments.- Hybrid Single Node Genetic Programming for Symbolic Regression.- L2 Designer: A Tool for Genetic L-system Programming in Context of Generative Art.- Manifold Learning Approach toward Constructing State Representation for Robot Motion Generation.- The Existence of Two Variant Processes in Human Declarative Memory: Evidence Using Machine Learning Classification Techniques in Retrieval Tasks.- Divide and Conquer Ensemble Method for Time Series Forecasting.- Application areas of Ephemeral Computing: A survey.
Includes supplementary material: sn.pub/extras
Date de parution : 09-2016
Ouvrage de 169 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 52,74 €
Ajouter au panierThèmes de Transactions on Computational Collective Intelligence XXIV :
Mots-clés :
bioinspired optimization; data mining; distributed computing; genetic programming; particle swarm optimization; autonomic computing; classification; complex systems; decision trees; ensemble; evolutionary computation; feature selection; fMRI; formal grammar; humanoid robot; image processing; machine learning; semantic memory; support vector machines; time series